Run
2152889

Run 2152889

Task 219 (Supervised Classification) electricity Uploaded 16-05-2017 by Philippe ROUSSILLE
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  • gateau_au_chocolat modelage_test poc set2 test
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Flow

decisionStumpAdaboost(1)A flow using decisionStump & AdaBOOST for the POC.

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.8295 ± 0.0102
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7518 ± 0.0074
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4912 ± 0.0148
Cross-validation details (10-fold Crossvalidation)
KB relative information score
15830.0315 ± 46.6699
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3323 ± 0.0046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4886 ± 0
Cross-validation details (10-fold Crossvalidation)
Number of instances
45312
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7725 ± 0.0064
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7616 ± 0.0066
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9835
Cross-validation details (10-fold Crossvalidation)
Recall
0.7616 ± 0.0066
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6801 ± 0.0094
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4943 ± 0
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4057 ± 0.0045
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8208 ± 0.0091
Cross-validation details (10-fold Crossvalidation)